AIMar 12, 2015

Are there intelligent Turing machines?

arXiv:1503.03787v12 citations
Originality Highly original
AI Analysis

This work proposes a foundational model for studying collective behavior and intelligence in computing, potentially impacting AI theory.

The paper introduces orchestrated machines, a new computing model based on cooperative Turing machines, enabling the definition of intelligence-related quotients like IQ and emotional intelligence for Turing machines.

This paper introduces a new computing model based on the cooperation among Turing machines called orchestrated machines. Like universal Turing machines, orchestrated machines are also designed to simulate Turing machines but they can also modify the original operation of the included Turing machines to create a new layer of some kind of collective behavior. Using this new model we can define some interested notions related to cooperation ability of Turing machines such as the intelligence quotient or the emotional intelligence quotient for Turing machines.

Code Implementations1 repo
Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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